Data-Aided Sensing for Distributed Detection
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2021.3064690
Abstract: In this letter, we study data-aided sensing (DAS) for distributed detection in wireless sensor networks (WSNs) when sensors’ measurements are correlated. In particular, we derive a node selection criterion based on the J-divergence in DAS… read more here.
Keywords: aided sensing; data aided; distributed detection; reliable decision ... See more keywords
Adaptive Nonassisted Distributed Detection in Sensor Networks
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Aerospace and Electronic Systems"
DOI: 10.1109/taes.2017.2728998
Abstract: In this paper, we propose an adaptive nonassisted distributed detection algorithm for sensor networks with fading communication channels and binary data exchange between nodes. Our proposal aims to achieve the solution of the network based… read more here.
Keywords: adaptive nonassisted; sensor networks; nonassisted distributed; distributed detection ... See more keywords
On Distributed Detection in EH-WSNs With Finite-State Markov Channel and Limited Feedback
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Green Communications and Networking"
DOI: 10.1109/tgcn.2023.3264506
Abstract: We consider a network, tasked with solving binary distributed detection, consisting of N sensors, a fusion center (FC), and a feedback channel from the FC to sensors. Each sensor is capable of harvesting energy and… read more here.
Keywords: finite state; power; detection; state markov ... See more keywords
Node-Specific Diffusion LMS-Based Distributed Detection Over Adaptive Networks
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2017.2771731
Abstract: Diffusion adaptation techniques have shown great promise in addressing the problem of node-specific distributed estimation where the nodes in the network are interested in different, possibly overlapping, sets of parameters. In this work, node-specific distributed… read more here.
Keywords: diffusion; distributed detection; specific diffusion; node specific ... See more keywords